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More great Jupyter Notebooks in the AI field: 1) 16 notebooks from the book "Python Machine Learning" by Raschka & Mirjalili https://github.com/rasbt/python-ma

More great Jupyter Notebooks in the AI field: 1) 16 notebooks from the book "Python Machine Learning" by Raschka & Mirjalili https://github.com/rasbt/python-machine-learning-book-2nd-edition#whats-new-in-the-second-edition-from-the-first-edition https://github.com/rasbt/python-machine-learning-book-2nd-ed... 2) Linear Regression, Logistic Regression, Random Forests, and k-Means Clustering notebooks by Nitin Borwankar https://github.com/nborwankar/LearnDataScience https://github.com/nborwankar/LearnDataScience 3) scikit-learn tutorial notebooks by Jake VanderPlas https://github.com/jakevdp/sklearn_tutorial https://github.com/jakevdp/sklearn_tutorial 4) Lots of deep learning notebooks from the book "Deep Learning with Python" by François Chollet https://github.com/fchollet/deep-learning-with-python-notebooks https://github.com/fchollet/deep-learning-with-python-notebo... Bonus) Jupyter notebook on AWS tutorial (when your local computer just won't handle your notebook requirements): http://efavdb.com/deep-learning-with-jupyter-on-aws/ http://efavdb.com/deep-learning-with-jupyter-on-aws/ Please share your jupyter notebook recommendations.

frenchie4111 8y ago
Bonus, Bonus) Google Colab offers free hosted jupyter notebooks with shared access to a K80 and Google Drive like sync. https://colab.research.google.com/ https://colab.research.google.com/
- KyleOS 8y ago
  Kyso also offers free hosted jupyter notebooks, as well as access to free jupyterlab environments in the cloud. We render your notebooks as rich blog-posts. Feel free to check it out!: https://kyso.io https://kyso.io
omdv 8y ago
Notebooks for Udacity Deep Learning Nanodegree lab. Covers a wide range of subjects, including CNN, RNN, etc. https://github.com/udacity/deep-learning https://github.com/udacity/deep-learning
hnarayanan 8y ago
Artistic style transfer as a way to learn about convolutional neural networks: https://github.com/hnarayanan/artistic-style-transfer https://github.com/hnarayanan/artistic-style-transfer
joshuaeckroth 8y ago
https://github.com/PacktPublishing/Advanced-Artificial-Intelligence-Projects-with-Python https://github.com/PacktPublishing/Advanced-Artificial-Intel... NLP, genetic algorithms, and reinforcement learning.
gravypod 8y ago
> Bonus) Jupyter notebook on AWS tutorial (when your local computer just won't handle your notebook requirements): http://efavdb.com/deep-learning-with-jupyter-on-aws/ http://efavdb.com/deep-learning-with-jupyter-on-aws/ AWS also recently released a product called AWS SageMaker which is a hosted notebook environment [0]. I haven't been able to find any good tutorials on it unfortunately. They claim you can go from data, to notebook, to model, to production all within the AWS ecosystem integrating with tools like AWS ETL/Glue/S3/etc. All magic. [0] - https://aws.amazon.com/sagemaker/ https://aws.amazon.com/sagemaker/

frenchie4111 8y ago

Bonus, Bonus) Google Colab offers free hosted jupyter notebooks with shared access to a K80 and Google Drive like sync. https://colab.research.google.com/ https://colab.research.google.com/

KyleOS 8y ago
Kyso also offers free hosted jupyter notebooks, as well as access to free jupyterlab environments in the cloud. We render your notebooks as rich blog-posts. Feel free to check it out!: https://kyso.io https://kyso.io

omdv 8y ago

Notebooks for Udacity Deep Learning Nanodegree lab. Covers a wide range of subjects, including CNN, RNN, etc. https://github.com/udacity/deep-learning https://github.com/udacity/deep-learning

hnarayanan 8y ago

Artistic style transfer as a way to learn about convolutional neural networks: https://github.com/hnarayanan/artistic-style-transfer https://github.com/hnarayanan/artistic-style-transfer

joshuaeckroth 8y ago

https://github.com/PacktPublishing/Advanced-Artificial-Intelligence-Projects-with-Python https://github.com/PacktPublishing/Advanced-Artificial-Intel... NLP, genetic algorithms, and reinforcement learning.

gravypod 8y ago

> Bonus) Jupyter notebook on AWS tutorial (when your local computer just won't handle your notebook requirements): http://efavdb.com/deep-learning-with-jupyter-on-aws/ http://efavdb.com/deep-learning-with-jupyter-on-aws/ AWS also recently released a product called AWS SageMaker which is a hosted notebook environment [0]. I haven't been able to find any good tutorials on it unfortunately. They claim you can go from data, to notebook, to model, to production all within the AWS ecosystem integrating with tools like AWS ETL/Glue/S3/etc. All magic. [0] - https://aws.amazon.com/sagemaker/ https://aws.amazon.com/sagemaker/